Field scale wheat yield prediction using ensemble machine learning techniques

Field scale wheat yield prediction using ensemble machine learning techniques

Wheat is crucial for global food security and plays significant role in achieving United Nations Sustainable Development Goal 2 (Zero Hunger). In India, wheat accounts for 33.5 % of total cereal production. Accurate and cost effective yield predictions are essential for maintaining food security. Wh...

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Bibliographic Details
Main Authors: Sandeep Gawdiya, Dinesh Kumar, Bulbul Ahmed, Ramandeep Kumar Sharma, Pankaj Das, Manoj Choudhary, Mohamed A. Mattar
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Smart Agricultural Technology
Subjects:
Ensemble machine learning
Model accuracy
Morpho-physiological traits
Wheat
Yield prediction
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375524001485
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